AI Safety is Fundamentally a Product Quality Problem, No Alignment Means No Sales

mmmbchang · x · 2026-08-11

The author argues that AI safety is fundamentally a product quality assurance (QA) problem. Users will not pay for an AI product if they cannot trust it to avoid unwanted or unpredictable behaviors.

As models grow more capable and alignment becomes harder, companies will naturally have to invest more in safety over raw capabilities, because capabilities simply do not pay off without proper alignment.

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